Michael-OMahony / ml-labs-bootcamp-group-5

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Alternative Distance-RSSI relations #19

Closed suriyadeepan closed 2 years ago

suriyadeepan commented 3 years ago

Radio Propagation Models

[x] Implement Alternative Radio Propagation Models
[ ] Integrate them with statistical summary measures of RSSI
[x] Evaluate feature contribution and report improvement in accuracy if any

Free Space Friis Model

Screenshot from 2021-10-28 10-31-14

Screenshot from 2021-10-28 11-32-34

Screenshot from 2021-10-30 13-27-31

suriyadeepan commented 2 years ago

Mean-squared error results

	Before Tuning	After Tuning
Training Set	0.0459	0.0469
Development Set	1.4723	1.4419
Test Set	1.5488	1.5157